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Architecture demonstrates meaningful access control over TLS, suggesting improved security mechanisms.
17-Apr-2026(v2.1) Updated version (V2.1).This version refines the title and abstract for improved clarity, while preserving the core Gamma-DG-based framework, scope, and results. 14-Apr-2026 (v2.0): This is the first public release of the paper and corresponds to Version 2 of the manuscript. It reorganizes the work around Gamma-DG Core I / II, clarifies the positioning of Gamma-DG as a lightweight architectural layer for meaningful access control over TLS, strengthens the threat model and evaluation criteria, adds a secure human–AI dialogue proof-of-concept section, and retains deployment-oriented appendices.
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Yoshihito Kawanishi (2026) studied this question.
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